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Proceedings Papers

A Wind Turbine Power Forecasting Method Based on MTGP Transfer Learning

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Huaiyu Hui, Xiaomo Jiang, Huize Chen, Kexin Zhang
Proc. ASME. GT2024, Volume 13: Heat Transfer: General Interest / Additive Manufacturing Impacts on Heat Transfer; Wind Energy, V013T37A013, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-126273
https://doi.org/10.1115/GT2024-126273
View Paper titled, A Wind Turbine Power Forecasting Method Based on MTGP Transfer Learning
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Topics: Wavelets, Wind power forecasting, Wind turbines, Wind power, Uncertainty, Power grids, Reliability, Safety, Stability, Testing
Proceedings Papers

Advancing AI Modeling for Prediction of Safety Parameters for Combustion of Hydrogen/Syngas/Natural Gas Mixtures

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Roda Bounaceur, Pierre-Alexandre Glaude, René Fournet, Baptiste Sirjean, Pierre Montagne, Alexandre Auvray, Eric Impellizzeri, Pierre Biehler, Michel Molière
Proc. ASME. GT2024, Volume 2: Ceramics and Ceramic Composites; Coal, Biomass, Hydrogen, and Alternative Fuels, V002T03A036, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-129044
https://doi.org/10.1115/GT2024-129044
View Paper titled, Advancing AI Modeling for Prediction of Safety Parameters for Combustion of Hydrogen/Syngas/Natural Gas Mixtures
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Topics: Combustion, Hydrogen, Modeling, Natural gas, Safety, Syngas, Errors, Fuels, Gas turbines, Ignition
Proceedings Papers

Prediction of High-Speed Hydraulic Dynamometer Safety Envelope Base on Deep Learning Neural Network

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Guo Chen, Hong Xiao, Li Zhou, Rui You
Proc. ASME. GT2024, Volume 4: Controls, Diagnostics, and Instrumentation, V004T05A023, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-124927
https://doi.org/10.1115/GT2024-124927
View Paper titled, Prediction of High-Speed Hydraulic Dynamometer Safety Envelope Base on Deep Learning Neural Network
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Topics: Artificial neural networks, Deep learning, Dynamometers, Safety
Proceedings Papers

IndRNN-Based Data-Driven Modeling Integrated With Physical Knowledge for Engine Performance Monitoring

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Dasheng Xiao, Hong Xiao, Zhanxue Wang
Proc. ASME. GT2024, Volume 4: Controls, Diagnostics, and Instrumentation, V004T05A015, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-124076
https://doi.org/10.1115/GT2024-124076
View Paper titled, IndRNN-Based Data-Driven Modeling Integrated With Physical Knowledge for Engine Performance Monitoring
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Topics: Aircraft engines, Engines, Modeling, Thrust, Artificial neural networks, Control systems, Deep learning, Errors, Exhaust systems, Flight
Proceedings Papers

Extended Testing of the Auto-Ignition Characteristics of Hydrogen-Natural Gas Mixtures for the Safety of Power Plants

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Christopher Loving, Garrett Mastantuono, Subith S. Vasu, Scott Cloyd, Travis Pigon, Angel Hernandez, Gihun Kim, Ramees Khaleel
Proc. ASME. GT2024, Volume 6: Education; Electric Power; Energy Storage; Fans and Blowers, V006T08A012, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-129504
https://doi.org/10.1115/GT2024-129504
View Paper titled, Extended Testing of the Auto-Ignition Characteristics of Hydrogen-Natural Gas Mixtures for the Safety of Power Plants
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Topics: Hydrogen, Ignition, Natural gas, Power stations, Safety, Testing
Proceedings Papers

Heavy Duty H 2 Gas Turbine Demonstration – A Combined Experience

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Nicolas Demougeot, Timothy Bullard, Bryan Kalb, Fred Hernandez, Martin Spalding, Matt Yaquinto, Gabriele Soffritti, Franklin van den Hout, Dong Ki Lee, Jun Won Hwang
Proc. ASME. GT2024, Volume 6: Education; Electric Power; Energy Storage; Fans and Blowers, V006T08A008, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-126848
https://doi.org/10.1115/GT2024-126848
View Paper titled, Heavy Duty H 2 Gas Turbine Demonstration – A Combined Experience
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Topics: Carbon, Combustion, Combustion chambers, Energy storage, Engines, Fuel delivery systems, Fuels, Gas turbines, Hydrogen, Liquefied natural gas
Proceedings Papers

Speed Strategy on High-Pressure Compressor for the Charging Process of Advanced Adiabatic Compressed Air Energy Storage During Dynamic Shutdown

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Yi Wang, Guoliang Qin, Cheng Jia, Qin Cui
Proc. ASME. GT2024, Volume 6: Education; Electric Power; Energy Storage; Fans and Blowers, V006T09A008, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-127833
https://doi.org/10.1115/GT2024-127833
View Paper titled, Speed Strategy on High-Pressure Compressor for the Charging Process of Advanced Adiabatic Compressed Air Energy Storage During Dynamic Shutdown
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Topics: Compressed air, Compressors, Energy storage, High pressure (Physics), Surges, Engines, Motors, Pressure, Stress, Energy efficiency
Proceedings Papers

Mechanical Performance and Material Characterization of Fused Filament Fabricated ABD 900 Superalloy

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Sanna F. Siddiqui, Dustin Fandetti, Onome Scott-Emuakpor
Proc. ASME. GT2024, Volume 10A: Structures and Dynamics — Aerodynamics Excitation and Damping; Bearing and Seal Dynamics; Emerging Methods in Engineering Design, Analysis, and Additive Manufacturing, V10AT23A002, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-121425
https://doi.org/10.1115/GT2024-121425
View Paper titled, Mechanical Performance and Material Characterization of Fused Filament Fabricated ABD 900 Superalloy
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Topics: Equipment performance, Superalloys, Additive manufacturing, Manufacturing, Nickel, Geometry, Metals, Particulate matter, Sintering, Temperature
Proceedings Papers

Experiments on Structurally Mistuned UHBR Open-Test-Case Fan ECL5/CATANA

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Christoph Brandstetter, Alexandra P. Schneider, Anne-Lise Fiquet, Benoit Paoletti, Xavier Ottavy
Proc. ASME. GT2024, Volume 10A: Structures and Dynamics — Aerodynamics Excitation and Damping; Bearing and Seal Dynamics; Emerging Methods in Engineering Design, Analysis, and Additive Manufacturing, V10AT21A020, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-129163
https://doi.org/10.1115/GT2024-129163
View Paper titled, Experiments on Structurally Mistuned UHBR Open-Test-Case Fan ECL5/CATANA
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Topics: Acoustics, Aerodynamics, Architecture, Blades, Carbon composites, Clearances (Engineering), Compressors, Convection, Engines, Fans
Proceedings Papers

Numerical Investigation of Different Forming Approaches for the Manufacturing of Titanium Bipolar Plates for the Aviation Industry

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Jan Sommer, Max Meerkamp, Martina Müller, Rainer Horstkotte, Sascha Gierlings, Tim Herrig, Thomas Bergs
Proc. ASME. GT2024, Volume 9: Manufacturing Materials and Metallurgy; Microturbines, Turbochargers, and Small Turbomachines; Oil & Gas Applications; Steam Turbine, V009T17A016, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-127515
https://doi.org/10.1115/GT2024-127515
View Paper titled, Numerical Investigation of Different Forming Approaches for the Manufacturing of Titanium Bipolar Plates for the Aviation Industry
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Topics: Aviation, Embossing, Manufacturing, Plates (structures), Rubber, Shapes, Titanium, Flow (Dynamics), Fuel cells, Stress
Proceedings Papers

Aeroelastic Influence of Blade-Shaft Coupling in a 1 1/2-Stage Axial Compressor

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Niklas Maroldt, Joerg R. Seume
Proc. ASME. GT2024, Volume 10A: Structures and Dynamics — Aerodynamics Excitation and Damping; Bearing and Seal Dynamics; Emerging Methods in Engineering Design, Analysis, and Additive Manufacturing, V10AT21A005, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-124275
https://doi.org/10.1115/GT2024-124275
View Paper titled, Aeroelastic Influence of Blade-Shaft Coupling in a 1 1/2-Stage Axial Compressor
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Topics: Blades, Compressors, Structural dynamics, Damping, Vibration, Design, Frequency response, Simulation, Acoustics, Aerodynamics
Proceedings Papers

The Safety Design Method for the Rotor System With Fan Blade Off

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Zhenyao Zhao, Dayi Zhang, Cheng Yang, Qicheng Zhang
Proc. ASME. GT2024, Volume 10B: Structures and Dynamics — Fatigue, Fracture, and Life Prediction; Probabilistic Methods; Rotordynamics; Structural Mechanics and Vibration, V10BT26A012, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-126479
https://doi.org/10.1115/GT2024-126479
View Paper titled, The Safety Design Method for the Rotor System With Fan Blade Off
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Topics: Blades, Design, Design methodology, Genetic algorithms, Optimization, Rotors, Safety
Proceedings Papers

Integrated System Modal and Mistuning Identification for Integrally Bladed Rotors

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Joseph A. Beck, Jeffrey M. Brown, Daniel L. Gillaugh
Proc. ASME. GT2024, Volume 10B: Structures and Dynamics — Fatigue, Fracture, and Life Prediction; Probabilistic Methods; Rotordynamics; Structural Mechanics and Vibration, V10BT27A035, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-129165
https://doi.org/10.1115/GT2024-129165
View Paper titled, Integrated System Modal and Mistuning Identification for Integrally Bladed Rotors
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Topics: Integrated systems, Rotors, Algorithms, Errors, Excitation, Ambiguity, Engines, Safety, Traveling waves, Uncertainty
Proceedings Papers

Comparison of Ingestion of Different Size Hard and Soft Bodies Into a Representative Fan Assembly Model

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Rashid E. Mattar, Dushyanth Sirivolu, Kiran D’Souza
Proc. ASME. GT2024, Volume 10B: Structures and Dynamics — Fatigue, Fracture, and Life Prediction; Probabilistic Methods; Rotordynamics; Structural Mechanics and Vibration, V10BT27A023, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-126793
https://doi.org/10.1115/GT2024-126793
View Paper titled, Comparison of Ingestion of Different Size Hard and Soft Bodies Into a Representative Fan Assembly Model
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Topics: Manufacturing, Damage, Aircraft, Blades, Stress, Boundary-value problems, Hazards, Ice, Jet engines, Safety
Proceedings Papers

A Rapid Test Facility for Transonic Compressors and Fans

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Tianhou Wang, James V. Taylor, Robert J. Miller
Proc. ASME. GT2024, Volume 12A: Turbomachinery — Axial Flow Fan and Compressor Aerodynamics, V12AT29A002, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-121459
https://doi.org/10.1115/GT2024-121459
View Paper titled, A Rapid Test Facility for Transonic Compressors and Fans
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Topics: Compressors, Fans, Test facilities, Testing, Design, Geometry, Mach number, Creativity, Cycles, Engines
Proceedings Papers

Temperature Dependence of Aerated Turbine Lubricating Oil Degradation From a Lab-Scale Test Rig

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Raquel Juárez, Barry Creighton, Eric L. Petersen
Proc. ASME. GT2024, Volume 12B: Turbomachinery — Axial Flow Turbine Aerodynamics; Deposition, Erosion, Fouling, and Icing, V12BT31A008, June 24–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: GT2024-128396
https://doi.org/10.1115/GT2024-128396
View Paper titled, Temperature Dependence of Aerated Turbine Lubricating Oil Degradation From a Lab-Scale Test Rig
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Topics: Lubricants, Lubricating oils, Oxidation, Temperature effects, Turbines, Temperature, Electromagnetic induction, Engines, Coke, Economics
Proceedings Papers

Assessment of Airborne Contaminant Encountered During a Flight Mission

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Alessio Suman, Nicola Zanini, Michele Pinelli
Proc. ASME. GT2023, Volume 1: Aircraft Engine, V001T01A029, June 26–30, 2023
Publisher: American Society of Mechanical Engineers
Paper No: GT2023-103417
https://doi.org/10.1115/GT2023-103417
View Paper titled, Assessment of Airborne Contaminant Encountered During a Flight Mission
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Topics: Aircraft, Flight, Satellites, Contamination, Engines, Aerosols, Databases, Gas turbines, Helicopters, Lidar
Proceedings Papers

Characterization of High-Pressure Hydrogen Leakages

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Davide Cerbarano, Ermanno Lo Schiavo, Lorenzo Tieghi, Giovanni Delibra, Stefano Minotti, Alessandro Corsini
Proc. ASME. GT2023, Volume 2: Ceramics and Ceramic Composites; Coal, Biomass, Hydrogen, and Alternative Fuels, V002T03A007, June 26–30, 2023
Publisher: American Society of Mechanical Engineers
Paper No: GT2023-101383
https://doi.org/10.1115/GT2023-101383
View Paper titled, Characterization of High-Pressure Hydrogen Leakages
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Topics: Cross-flow, Gas turbines, High pressure (Physics), Hydrogen, Jets, Leakage, Safety, Ventilation
Proceedings Papers

Effect of Entrance Cross-Section on Bulk Swirl and Performance of an S-Duct Inlet in High Subsonic Flow

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Ben Gilbart, Asad Asghar, William D. E. Allan, Robert Stowe, Rogerio Pimentel, Timothy Pistun
Proc. ASME. GT2023, Volume 1: Aircraft Engine, V001T01A040, June 26–30, 2023
Publisher: American Society of Mechanical Engineers
Paper No: GT2023-104188
https://doi.org/10.1115/GT2023-104188
View Paper titled, Effect of Entrance Cross-Section on Bulk Swirl and Performance of an S-Duct Inlet in High Subsonic Flow
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Topics: Ducts, Subsonic flow, Flow (Dynamics), Pressure, Engines, Additive manufacturing, Aircraft engines, Diffusion (Physics), High pressure (Physics), Mach number
Proceedings Papers

Development of an Artificial Intelligence Model to Predict Combustion Properties, With a Focus on Auto-Ignition Delay

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Roda Bounaceur, Romain Heymes, Pierre-Alexandre Glaude, Baptiste Sirjean, René Fournet, Pierre Montagne, Alexandre Auvray, Eric Impellizzeri, Pierre Biehler, Alexandre Picard, Bastien Prieur-Garrouste, Michel Molière
Proc. ASME. GT2023, Volume 2: Ceramics and Ceramic Composites; Coal, Biomass, Hydrogen, and Alternative Fuels, V002T03A013, June 26–30, 2023
Publisher: American Society of Mechanical Engineers
Paper No: GT2023-102128
https://doi.org/10.1115/GT2023-102128
View Paper titled, Development of an Artificial Intelligence Model to Predict Combustion Properties, With a Focus on Auto-Ignition Delay
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Topics: Artificial intelligence, Combustion, Delays, Hydrogen, Ignition, Ignition delay, Errors, Natural gas, Robustness, Testing